Perishable commodities are those that cannot be stored indefinitely. While in space (but not while landed), these commodities will slowly degrade one unit at a time until they are all gone. Items listed as "Highly perishable" will do the same thing, only faster. Try to carry these on short routes so you don't lose too many.